NeurIPS(NIPS) 2014 论文列表Workshop on High-energy Physics and Machine Learning, HEPML 2014, held at NIPS 2014, Montreal, Quebec, Canada, December 8-13, 2014. |
Preface.
Weighted Classification Cascades for Optimizing Discovery Significance in the HiggsML Challenge.
Optimization of AMS using Weighted AUC optimized models.
Consistent optimization of AMS by logistic loss minimization.
Deep Learning, Dark Knowledge, and Dark Matter.
Higgs Boson Discovery with Boosted Trees.
Dissecting the Winning Solution of the HiggsML Challenge.
The Higgs boson machine learning challenge.
Real-time data analysis at the LHC: present and future.